{"id":"W2126587815","doi":"10.32920/ryerson.14638281","title":"A Tale of Two Systems: Success and Failure in a Single Information System Implementation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Information system; Interpretation (philosophy); Resistance (ecology); Systems design; Management system; Power (physics); Computer science; Knowledge management; Engineering; Operations management; Software engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03246623,0.001104454,0.001358565,0.006837752,0.02021823,0.01519132,0.003792023,0.00599125,0.004622521],"category_scores_gemma":[0.08238155,0.001527927,0.001157898,0.003126056,0.02519999,0.01309173,0.01722267,0.009600916,0.001257206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00811768,"about_ca_system_score_gemma":0.007434591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054555,"about_ca_topic_score_gemma":0.009624225,"domain_scores_codex":[0.9244895,0.05110485,0.0022763,0.003324241,0.01190272,0.006902247],"domain_scores_gemma":[0.9177799,0.04948183,0.006705348,0.004153269,0.009106535,0.01277312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003849714,0.001588956,0.1023713,0.0003542183,0.0001320362,0.01312413,0.7636963,0.0010952,0.002373417,0.03017877,0.005559506,0.07914116],"study_design_scores_gemma":[0.00007994868,0.002059858,0.05030528,0.0005731758,0.0001073884,0.004611942,0.8986662,0.004762043,0.001667405,0.009952242,0.02693946,0.0002749648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594592,0.0003695732,0.005828095,0.008758603,0.0001030919,0.0001909501,0.000023549,0.00009262823,0.02517431],"genre_scores_gemma":[0.9908642,0.0002415452,0.003544105,0.0007214941,0.00003874703,0.0001746296,0.000030189,0.00007851292,0.004306499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03246623,"threshold_uncertainty_score":0.1716999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115965307775123,"score_gpt":0.3385890363634338,"score_spread":0.3174293832856825,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}